LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization
☆38Jan 16, 2023Updated 3 years ago
Alternatives and similar repositories for la-mbda
Users that are interested in la-mbda are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Dreamer on JAX☆16Jan 19, 2022Updated 4 years ago
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆22Nov 29, 2025Updated 4 months ago
- Simple gym environments for safety in Reinforcement Learning Research☆18Jul 17, 2024Updated last year
- Code for the paper "AlwaysSafe: Reinforcement Learning Without Safety Constraint Violations During Training"☆17May 9, 2022Updated 3 years ago
- Safe SLAC, an algorithm for safe cost-constrained reinforcement learning in high-dimensional POMDPs.☆11Mar 1, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆10Dec 9, 2021Updated 4 years ago
- Deep Reinforcement Learning framework that uses GNN to solve planning tasks for infrastructural assets☆17Jan 15, 2022Updated 4 years ago
- Repository of the work "Learning Adaptive Safety for Multi-agent Systems"☆16Apr 18, 2024Updated 2 years ago
- A collection of meta-learning algorithms in Jax☆24Sep 3, 2022Updated 3 years ago
- An infrastructure built using PyGame and OpenAI Gymnasium used to train robots within a social navigation context with a wide range of hu…☆11Sep 10, 2025Updated 7 months ago
- Bayes-Adaptive Monte-Carlo Planning algorithm☆17Mar 5, 2013Updated 13 years ago
- ☆17Mar 2, 2022Updated 4 years ago
- Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)☆80May 21, 2023Updated 2 years ago
- Learning Virtual Grasp with Failed Demonstrations via Bayesian Inverse Reinforcement Learning (IROS 2019)☆14Nov 4, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Bridging State and History Representations: Understanding Self-Predictive RL, ICLR 2024☆26Apr 7, 2024Updated 2 years ago
- ☆18Nov 16, 2020Updated 5 years ago
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆13Jul 19, 2024Updated last year
- A reinforcement learning package implemented in Torch☆11Jan 24, 2016Updated 10 years ago
- This is the source code of FUSION, a safety-aware causal representation for generalizable driving agents.☆26Oct 23, 2024Updated last year
- ☆29Aug 13, 2025Updated 8 months ago
- Factored model-based Bayesian Reinforcement Learning framework☆21Nov 23, 2022Updated 3 years ago
- Safe Model-Based RL HVAC Control Using Epistemic Uncertainty Estimation.☆12Feb 25, 2025Updated last year
- Implementation of Denoising Diffusion Probabilistic Models (DDPM) in JAX and Flax.☆22Oct 12, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code accompanying paper "Coordinated Proximal Policy Optimization"☆11Mar 26, 2022Updated 4 years ago
- ☆77Oct 19, 2023Updated 2 years ago
- The repository is for safe reinforcement learning baselines.☆786Mar 13, 2026Updated last month
- Density Constrained Reinforcement Learning☆12Mar 24, 2023Updated 3 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆65Mar 24, 2023Updated 3 years ago
- ☆12Feb 13, 2024Updated 2 years ago
- NeurIPS 2023: Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark☆555Dec 4, 2025Updated 4 months ago
- Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning☆15Apr 25, 2024Updated last year
- [AAAI 2024 (Oral)] Safety-MuJoCo Environments.☆11Jun 4, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆27Jun 20, 2019Updated 6 years ago
- Benchmarking RL generalization in an interpretable way.☆178Nov 20, 2025Updated 4 months ago
- ☆34Feb 26, 2020Updated 6 years ago
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"☆33Apr 1, 2021Updated 5 years ago
- ☆10Mar 10, 2021Updated 5 years ago
- ☆11Mar 5, 2024Updated 2 years ago
- Simple (but often Strong) Baselines for POMDPs in PyTorch, ICML 2022☆345Aug 22, 2024Updated last year